Profiling Report

Dataset statistics

Number of variables	23
Number of observations	15915
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	826
Duplicate rows (%)	5.2%
Total size in memory	2.8 MiB
Average record size in memory	184.0 B

Variable types

Categorical	13
Numeric	6
Text	4

Alerts

Dataset has 826 (5.2%) duplicate rows	Duplicates
`vat` is highly imbalanced (69.4%)	Imbalance
`previous_owners` is highly imbalanced (73.6%)	Imbalance
`paint_type` is highly imbalanced (83.4%)	Imbalance
`drive_chain` is highly imbalanced (93.5%)	Imbalance

Reproduction

Analysis started	2024-07-23 13:39:51.338840
Analysis finished	2024-07-23 13:40:03.944106
Duration	12.61 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

make_model
Categorical

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

Audi A3	3097
Audi A1	2614
Opel Insignia	2598
Opel Astra	2525
Opel Corsa	2216
Other values (4)	2865

Length

Max length	14
Median length	13
Mean length	9.9017279
Min length	7

Characters and Unicode

Total characters	157586
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Audi A1
2nd row	Audi A1
3rd row	Audi A1
4th row	Audi A1
5th row	Audi A1

Common Values

Value	Count	Frequency (%)
Audi A3	3097	19.5%
Audi A1	2614	16.4%
Opel Insignia	2598	16.3%
Opel Astra	2525	15.9%
Opel Corsa	2216	13.9%
Renault Clio	1839	11.6%
Renault Espace	991	6.2%
Renault Duster	34	0.2%
Audi A2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
opel	7339	23.1%
audi	5712	17.9%
a3	3097	9.7%
renault	2864	9.0%
a1	2614	8.2%
insignia	2598	8.2%
astra	2525	7.9%
corsa	2216	7.0%
clio	1839	5.8%
espace	991	3.1%
Other values (2)	35	0.1%

Most occurring characters

Value	Count	Frequency (%)
	15915	10.1%
A	13949	8.9%
i	12747	8.1%
l	12042	7.6%
e	11228	7.1%
a	11194	7.1%
u	8610	5.5%
s	8364	5.3%
p	8330	5.3%
n	8060	5.1%
Other values (15)	47147	29.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	157586	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	15915	10.1%
A	13949	8.9%
i	12747	8.1%
l	12042	7.6%
e	11228	7.1%
a	11194	7.1%
u	8610	5.5%
s	8364	5.3%
p	8330	5.3%
n	8060	5.1%
Other values (15)	47147	29.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	157586	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	15915	10.1%
A	13949	8.9%
i	12747	8.1%
l	12042	7.6%
e	11228	7.1%
a	11194	7.1%
u	8610	5.5%
s	8364	5.3%
p	8330	5.3%
n	8060	5.1%
Other values (15)	47147	29.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	157586	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	15915	10.1%
A	13949	8.9%
i	12747	8.1%
l	12042	7.6%
e	11228	7.1%
a	11194	7.1%
u	8610	5.5%
s	8364	5.3%
p	8330	5.3%
n	8060	5.1%
Other values (15)	47147	29.9%

body_type
Categorical

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

Sedans	8004
Station wagon	3677
Compact	3240
Van	817
Transporter	88
Other values (3)	89

Length

Max length	13
Median length	6
Mean length	7.7024819
Min length	3

Characters and Unicode

Total characters	122585
Distinct characters	27
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Sedans
2nd row	Sedans
3rd row	Sedans
4th row	Sedans
5th row	Sedans

Common Values

Value	Count	Frequency (%)
Sedans	8004	50.3%
Station wagon	3677	23.1%
Compact	3240	20.4%
Van	817	5.1%
Transporter	88	0.6%
Off-Road	56	0.4%
Coupe	25	0.2%
Convertible	8	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
sedans	8004	40.9%
station	3677	18.8%
wagon	3677	18.8%
compact	3240	16.5%
van	817	4.2%
transporter	88	0.4%
off-road	56	0.3%
coupe	25	0.1%
convertible	8	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
a	19559	16.0%
n	16271	13.3%
S	11681	9.5%
o	10771	8.8%
t	10690	8.7%
e	8133	6.6%
s	8092	6.6%
d	8060	6.6%
i	3685	3.0%
	3677	3.0%
Other values (17)	21966	17.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	122585	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	19559	16.0%
n	16271	13.3%
S	11681	9.5%
o	10771	8.8%
t	10690	8.7%
e	8133	6.6%
s	8092	6.6%
d	8060	6.6%
i	3685	3.0%
	3677	3.0%
Other values (17)	21966	17.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	122585	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	19559	16.0%
n	16271	13.3%
S	11681	9.5%
o	10771	8.8%
t	10690	8.7%
e	8133	6.6%
s	8092	6.6%
d	8060	6.6%
i	3685	3.0%
	3677	3.0%
Other values (17)	21966	17.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	122585	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	19559	16.0%
n	16271	13.3%
S	11681	9.5%
o	10771	8.8%
t	10690	8.7%
e	8133	6.6%
s	8092	6.6%
d	8060	6.6%
i	3685	3.0%
	3677	3.0%
Other values (17)	21966	17.9%

price
Real number (ℝ)

Distinct	2952
Distinct (%)	18.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18024.381

Minimum	4950
Maximum	74600
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	124.5 KiB

Quantile statistics

Minimum	4950
5-th percentile	8470
Q1	12850
median	16900
Q3	21900
95-th percentile	31990
Maximum	74600
Range	69650
Interquartile range (IQR)	9050

Descriptive statistics

Standard deviation	7381.6793
Coefficient of variation (CV)	0.40953858
Kurtosis	2.9658043
Mean	18024.381
Median Absolute Deviation (MAD)	4600
Skewness	1.2361694
Sum	2.8685802 × 10⁸
Variance	54489190
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14990	154	1.0%
15990	151	0.9%
10990	139	0.9%
15900	106	0.7%
17990	102	0.6%
9900	98	0.6%
20900	93	0.6%
13990	92	0.6%
22900	92	0.6%
21900	91	0.6%
Other values (2942)	14797	93.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4950	1	< 0.1%
4990	1	< 0.1%
5250	1	< 0.1%
5300	1	< 0.1%
5445	1	< 0.1%
5450	1	< 0.1%
5490	1	< 0.1%
5499	1	< 0.1%
5555	1	< 0.1%
5600	1	< 0.1%

Value	Count	Frequency (%)
74600	1	< 0.1%
68320	1	< 0.1%
67600	1	< 0.1%
64900	1	< 0.1%
64332	1	< 0.1%
64298	1	< 0.1%
63900	1	< 0.1%
63477	1	< 0.1%
62900	1	< 0.1%
58990	1	< 0.1%

vat
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

VAT deductible	15044
Price negotiable	871

Length

Max length	16
Median length	14
Mean length	14.109456
Min length	14

Characters and Unicode

Total characters	224552
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	VAT deductible
2nd row	Price negotiable
3rd row	VAT deductible
4th row	VAT deductible
5th row	VAT deductible

Common Values

Value	Count	Frequency (%)
VAT deductible	15044	94.5%
Price negotiable	871	5.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
vat	15044	47.3%
deductible	15044	47.3%
price	871	2.7%
negotiable	871	2.7%

Most occurring characters

Value	Count	Frequency (%)
e	32701	14.6%
d	30088	13.4%
i	16786	7.5%
l	15915	7.1%
	15915	7.1%
b	15915	7.1%
c	15915	7.1%
t	15915	7.1%
A	15044	6.7%
V	15044	6.7%
Other values (8)	35314	15.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	224552	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	32701	14.6%
d	30088	13.4%
i	16786	7.5%
l	15915	7.1%
	15915	7.1%
b	15915	7.1%
c	15915	7.1%
t	15915	7.1%
A	15044	6.7%
V	15044	6.7%
Other values (8)	35314	15.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	224552	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	32701	14.6%
d	30088	13.4%
i	16786	7.5%
l	15915	7.1%
	15915	7.1%
b	15915	7.1%
c	15915	7.1%
t	15915	7.1%
A	15044	6.7%
V	15044	6.7%
Other values (8)	35314	15.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	224552	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	32701	14.6%
d	30088	13.4%
i	16786	7.5%
l	15915	7.1%
	15915	7.1%
b	15915	7.1%
c	15915	7.1%
t	15915	7.1%
A	15044	6.7%
V	15044	6.7%
Other values (8)	35314	15.7%

km
Real number (ℝ)

Distinct	6691
Distinct (%)	42.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32089.996

Minimum	0
Maximum	317000
Zeros	19
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	124.5 KiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	1920.5
median	20413
Q3	46900
95-th percentile	109930
Maximum	317000
Range	317000
Interquartile range (IQR)	44979.5

Descriptive statistics

Standard deviation	36977.215
Coefficient of variation (CV)	1.1522973
Kurtosis	2.824872
Mean	32089.996
Median Absolute Deviation (MAD)	18765.637
Skewness	1.6229618
Sum	5.1071228 × 10⁸
Variance	1.3673144 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	1044	6.6%
1647.362609	985	6.2%
1	367	2.3%
5	170	1.1%
50	148	0.9%
100	139	0.9%
15	109	0.7%
5000	104	0.7%
20	61	0.4%
3000	58	0.4%
Other values (6681)	12730	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	0.1%
1	367	2.3%
2	6	< 0.1%
3	33	0.2%
4	15	0.1%
5	170	1.1%
6	23	0.1%
7	38	0.2%
8	31	0.2%
9	11	0.1%

Value	Count	Frequency (%)
317000	1	< 0.1%
291800	1	< 0.1%
260000	1	< 0.1%
248000	1	< 0.1%
240000	1	< 0.1%
232000	1	< 0.1%
231879	1	< 0.1%
230928	1	< 0.1%
229500	1	< 0.1%
222346	1	< 0.1%

type
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

Used	11095
New	1649
Pre-registered	1364
Employee's car	1011
Demonstration	796

Length

Max length	14
Median length	4
Mean length	5.8388313
Min length	3

Characters and Unicode

Total characters	92925
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Used
2nd row	Used
3rd row	Used
4th row	Used
5th row	Used

Common Values

Value	Count	Frequency (%)
Used	11095	69.7%
New	1649	10.4%
Pre-registered	1364	8.6%
Employee's car	1011	6.4%
Demonstration	796	5.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
used	11095	65.6%
new	1649	9.7%
pre-registered	1364	8.1%
employee's	1011	6.0%
car	1011	6.0%
demonstration	796	4.7%

Most occurring characters

Value	Count	Frequency (%)
e	21018	22.6%
s	14266	15.4%
d	12459	13.4%
U	11095	11.9%
r	5899	6.3%
t	2956	3.2%
o	2603	2.8%
i	2160	2.3%
a	1807	1.9%
m	1807	1.9%
Other values (14)	16855	18.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	92925	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	21018	22.6%
s	14266	15.4%
d	12459	13.4%
U	11095	11.9%
r	5899	6.3%
t	2956	3.2%
o	2603	2.8%
i	2160	2.3%
a	1807	1.9%
m	1807	1.9%
Other values (14)	16855	18.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	92925	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	21018	22.6%
s	14266	15.4%
d	12459	13.4%
U	11095	11.9%
r	5899	6.3%
t	2956	3.2%
o	2603	2.8%
i	2160	2.3%
a	1807	1.9%
m	1807	1.9%
Other values (14)	16855	18.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	92925	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	21018	22.6%
s	14266	15.4%
d	12459	13.4%
U	11095	11.9%
r	5899	6.3%
t	2956	3.2%
o	2603	2.8%
i	2160	2.3%
a	1807	1.9%
m	1807	1.9%
Other values (14)	16855	18.1%

fuel
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

Benzine	8548
Diesel	7298
LPG/CNG	64
Electric	5

Length

Max length	8
Median length	7
Mean length	6.5417531
Min length	6

Characters and Unicode

Total characters	104112
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Diesel
2nd row	Benzine
3rd row	Diesel
4th row	Diesel
5th row	Diesel

Common Values

Value	Count	Frequency (%)
Benzine	8548	53.7%
Diesel	7298	45.9%
LPG/CNG	64	0.4%
Electric	5	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
benzine	8548	53.7%
diesel	7298	45.9%
lpg/cng	64	0.4%
electric	5	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	31697	30.4%
n	17096	16.4%
i	15851	15.2%
B	8548	8.2%
z	8548	8.2%
l	7303	7.0%
D	7298	7.0%
s	7298	7.0%
G	128	0.1%
C	64	0.1%
Other values (8)	281	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	104112	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	31697	30.4%
n	17096	16.4%
i	15851	15.2%
B	8548	8.2%
z	8548	8.2%
l	7303	7.0%
D	7298	7.0%
s	7298	7.0%
G	128	0.1%
C	64	0.1%
Other values (8)	281	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	104112	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	31697	30.4%
n	17096	16.4%
i	15851	15.2%
B	8548	8.2%
z	8548	8.2%
l	7303	7.0%
D	7298	7.0%
s	7298	7.0%
G	128	0.1%
C	64	0.1%
Other values (8)	281	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	104112	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	31697	30.4%
n	17096	16.4%
i	15851	15.2%
B	8548	8.2%
z	8548	8.2%
l	7303	7.0%
D	7298	7.0%
s	7298	7.0%
G	128	0.1%
C	64	0.1%
Other values (8)	281	0.3%

gears
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

6.0	8623
5.0	4257
7.0	2810
8.0	225

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	47745
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	7.0
2nd row	7.0
3rd row	7.0
4th row	6.0
5th row	7.0

Common Values

Value	Count	Frequency (%)
6.0	8623	54.2%
5.0	4257	26.7%
7.0	2810	17.7%
8.0	225	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
6.0	8623	54.2%
5.0	4257	26.7%
7.0	2810	17.7%
8.0	225	1.4%

Most occurring characters

Value	Count	Frequency (%)
.	15915	33.3%
0	15915	33.3%
6	8623	18.1%
5	4257	8.9%
7	2810	5.9%
8	225	0.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	47745	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	15915	33.3%
0	15915	33.3%
6	8623	18.1%
5	4257	8.9%
7	2810	5.9%
8	225	0.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	47745	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	15915	33.3%
0	15915	33.3%
6	8623	18.1%
5	4257	8.9%
7	2810	5.9%
8	225	0.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	47745	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	15915	33.3%
0	15915	33.3%
6	8623	18.1%
5	4257	8.9%
7	2810	5.9%
8	225	0.5%

comfort_convenience
Text

Distinct	6196
Distinct (%)	38.9%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

Length

Max length	668
Median length	484
Mean length	243.70179
Min length	7

Characters and Unicode

Total characters	3878514
Distinct characters	41
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4444 ?
Unique (%)	27.9%

Sample

1st row	Air conditioning,Armrest,Automatic climate control,Cruise control,Electrical side mirrors,Hill Holder,Leather steering wheel,Light sensor,Multi-function steering wheel,Navigation system,Park Distance Control,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Start-stop system
2nd row	Air conditioning,Automatic climate control,Hill Holder,Leather steering wheel,Lumbar support,Parking assist system sensors rear,Power windows,Start-stop system,Tinted windows
3rd row	Air conditioning,Cruise control,Electrical side mirrors,Hill Holder,Leather steering wheel,Multi-function steering wheel,Navigation system,Park Distance Control,Parking assist system sensors front,Parking assist system sensors rear,Power windows,Seat heating,Start-stop system
4th row	Air suspension,Armrest,Auxiliary heating,Electrical side mirrors,Heads-up display,Hill Holder,Leather steering wheel,Light sensor,Lumbar support,Multi-function steering wheel,Navigation system,Power windows,Rain sensor,Seat heating,Split rear seats,Start-stop system
5th row	Air conditioning,Armrest,Automatic climate control,Electrical side mirrors,Hill Holder,Leather steering wheel,Light sensor,Multi-function steering wheel,Park Distance Control,Parking assist system sensors rear,Power windows,Rain sensor,Start-stop system

Value	Count	Frequency (%)
system	28980	8.8%
steering	24688	7.5%
assist	20641	6.3%
sensors	16189	4.9%
air	15098	4.6%
side	12488	3.8%
distance	10655	3.3%
control,parking	9952	3.0%
rear,power	9732	3.0%
climate	9197	2.8%
Other values (302)	169872	51.9%

Most occurring characters

Value	Count	Frequency (%)
s	352679	9.1%
e	344042	8.9%
t	319189	8.2%
	311577	8.0%
i	308130	7.9%
r	308112	7.9%
n	245917	6.3%
o	237646	6.1%
a	204232	5.3%
,	178147	4.6%
Other values (31)	1068843	27.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3878514	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	352679	9.1%
e	344042	8.9%
t	319189	8.2%
	311577	8.0%
i	308130	7.9%
r	308112	7.9%
n	245917	6.3%
o	237646	6.1%
a	204232	5.3%
,	178147	4.6%
Other values (31)	1068843	27.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3878514	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	352679	9.1%
e	344042	8.9%
t	319189	8.2%
	311577	8.0%
i	308130	7.9%
r	308112	7.9%
n	245917	6.3%
o	237646	6.1%
a	204232	5.3%
,	178147	4.6%
Other values (31)	1068843	27.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3878514	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	352679	9.1%
e	344042	8.9%
t	319189	8.2%
	311577	8.0%
i	308130	7.9%
r	308112	7.9%
n	245917	6.3%
o	237646	6.1%
a	204232	5.3%
,	178147	4.6%
Other values (31)	1068843	27.6%

entertainment_media
Text

Distinct	346
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

Length

Max length	110
Median length	93
Mean length	51.411938
Min length	3

Characters and Unicode

Total characters	818221
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	70 ?
Unique (%)	0.4%

Sample

1st row	Bluetooth,Hands-free equipment,On-board computer,Radio
2nd row	Bluetooth,Hands-free equipment,On-board computer,Radio,Sound system
3rd row	MP3,On-board computer
4th row	Bluetooth,CD player,Hands-free equipment,MP3,On-board computer,Radio,Sound system,USB
5th row	Bluetooth,CD player,Hands-free equipment,MP3,On-board computer,Radio,USB

Value	Count	Frequency (%)
computer,radio,usb	6067	12.4%
bluetooth,hands-free	5075	10.4%
equipment,on-board	4726	9.6%
equipment,mp3,on-board	4685	9.6%
bluetooth,cd	4368	8.9%
computer,radio	3282	6.7%
player,hands-free	3151	6.4%
radio,hands-free	1806	3.7%
computer,radio,sound	1770	3.6%
system,usb	1622	3.3%
Other values (71)	12465	25.4%

Most occurring characters

Value	Count	Frequency (%)
e	74737	9.1%
o	69534	8.5%
,	58384	7.1%
t	53448	6.5%
a	46295	5.7%
r	44080	5.4%
d	41274	5.0%
u	38522	4.7%
n	36247	4.4%
	33102	4.0%
Other values (26)	322598	39.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	818221	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	74737	9.1%
o	69534	8.5%
,	58384	7.1%
t	53448	6.5%
a	46295	5.7%
r	44080	5.4%
d	41274	5.0%
u	38522	4.7%
n	36247	4.4%
	33102	4.0%
Other values (26)	322598	39.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	818221	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	74737	9.1%
o	69534	8.5%
,	58384	7.1%
t	53448	6.5%
a	46295	5.7%
r	44080	5.4%
d	41274	5.0%
u	38522	4.7%
n	36247	4.4%
	33102	4.0%
Other values (26)	322598	39.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	818221	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	74737	9.1%
o	69534	8.5%
,	58384	7.1%
t	53448	6.5%
a	46295	5.7%
r	44080	5.4%
d	41274	5.0%
u	38522	4.7%
n	36247	4.4%
	33102	4.0%
Other values (26)	322598	39.4%

extras
Text

Distinct	659
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

Length

Max length	139
Median length	134
Mean length	29.228087
Min length	7

Characters and Unicode

Total characters	465165
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	288 ?
Unique (%)	1.8%

Sample

1st row	Alloy wheels,Catalytic Converter,Voice Control
2nd row	Alloy wheels,Sport seats,Sport suspension,Voice Control
3rd row	Alloy wheels,Voice Control
4th row	Alloy wheels,Sport seats,Voice Control
5th row	Alloy wheels,Sport package,Sport suspension,Voice Control

Value	Count	Frequency (%)
alloy	13994	26.8%
wheels	5785	11.1%
control	4205	8.1%
wheels,sport	2058	3.9%
screen,voice	2015	3.9%
screen	1772	3.4%
wheels,roof	1743	3.3%
wheels,catalytic	1742	3.3%
wheels,touch	1286	2.5%
rack	1186	2.3%
Other values (105)	16420	31.5%

Most occurring characters

Value	Count	Frequency (%)
e	53327	11.5%
l	49803	10.7%
o	47291	10.2%
	36291	7.8%
s	29872	6.4%
r	24649	5.3%
t	22126	4.8%
h	19874	4.3%
,	19753	4.2%
c	19677	4.2%
Other values (21)	142502	30.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	465165	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	53327	11.5%
l	49803	10.7%
o	47291	10.2%
	36291	7.8%
s	29872	6.4%
r	24649	5.3%
t	22126	4.8%
h	19874	4.3%
,	19753	4.2%
c	19677	4.2%
Other values (21)	142502	30.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	465165	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	53327	11.5%
l	49803	10.7%
o	47291	10.2%
	36291	7.8%
s	29872	6.4%
r	24649	5.3%
t	22126	4.8%
h	19874	4.3%
,	19753	4.2%
c	19677	4.2%
Other values (21)	142502	30.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	465165	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	53327	11.5%
l	49803	10.7%
o	47291	10.2%
	36291	7.8%
s	29872	6.4%
r	24649	5.3%
t	22126	4.8%
h	19874	4.3%
,	19753	4.2%
c	19677	4.2%
Other values (21)	142502	30.6%

safety_security
Text

Distinct	4442
Distinct (%)	27.9%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

Length

Max length	561
Median length	447
Mean length	228.13346
Min length	3

Characters and Unicode

Total characters	3630744
Distinct characters	42
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3021 ?
Unique (%)	19.0%

Sample

1st row	ABS,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Fog lights,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control,Xenon headlights
2nd row	ABS,Central door lock,Central door lock with remote control,Daytime running lights,Driver-side airbag,Electronic stability control,Head airbag,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control,Xenon headlights
3rd row	ABS,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control
4th row	ABS,Alarm system,Central door lock with remote control,Driver drowsiness detection,Driver-side airbag,Electronic stability control,Emergency system,Head airbag,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system
5th row	ABS,Central door lock,Driver-side airbag,Electronic stability control,Fog lights,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control,Xenon headlights

Value	Count	Frequency (%)
running	17182	6.2%
door	15974	5.7%
stability	14077	5.0%
airbag,power	13444	4.8%
airbag,electronic	13423	4.8%
steering,side	12318	4.4%
monitoring	11577	4.1%
pressure	11577	4.1%
airbag,tire	10904	3.9%
lights,driver-side	10581	3.8%
Other values (263)	147939	53.0%

Most occurring characters

Value	Count	Frequency (%)
i	338393	9.3%
r	306718	8.4%
e	293885	8.1%
	263081	7.2%
t	220351	6.1%
o	218716	6.0%
s	210316	5.8%
n	210165	5.8%
a	205094	5.6%
,	187579	5.2%
Other values (32)	1176446	32.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3630744	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	338393	9.3%
r	306718	8.4%
e	293885	8.1%
	263081	7.2%
t	220351	6.1%
o	218716	6.0%
s	210316	5.8%
n	210165	5.8%
a	205094	5.6%
,	187579	5.2%
Other values (32)	1176446	32.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3630744	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	338393	9.3%
r	306718	8.4%
e	293885	8.1%
	263081	7.2%
t	220351	6.1%
o	218716	6.0%
s	210316	5.8%
n	210165	5.8%
a	205094	5.6%
,	187579	5.2%
Other values (32)	1176446	32.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3630744	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	338393	9.3%
r	306718	8.4%
e	293885	8.1%
	263081	7.2%
t	220351	6.1%
o	218716	6.0%
s	210316	5.8%
n	210165	5.8%
a	205094	5.6%
,	187579	5.2%
Other values (32)	1176446	32.4%

age
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

1.0	4526
0.0	4433
3.0	3679
2.0	3277

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	47745
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3.0
2nd row	2.0
3rd row	3.0
4th row	3.0
5th row	3.0

Common Values

Value	Count	Frequency (%)
1.0	4526	28.4%
0.0	4433	27.9%
3.0	3679	23.1%
2.0	3277	20.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	4526	28.4%
0.0	4433	27.9%
3.0	3679	23.1%
2.0	3277	20.6%

Most occurring characters

Value	Count	Frequency (%)
0	20348	42.6%
.	15915	33.3%
1	4526	9.5%
3	3679	7.7%
2	3277	6.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	47745	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	20348	42.6%
.	15915	33.3%
1	4526	9.5%
3	3679	7.7%
2	3277	6.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	47745	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	20348	42.6%
.	15915	33.3%
1	4526	9.5%
3	3679	7.7%
2	3277	6.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	47745	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	20348	42.6%
.	15915	33.3%
1	4526	9.5%
3	3679	7.7%
2	3277	6.9%

previous_owners
Categorical

IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

1.0	14158
2.0	1172
0.0	554
3.0	29
4.0	2

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	47745
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	14158	89.0%
2.0	1172	7.4%
0.0	554	3.5%
3.0	29	0.2%
4.0	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	14158	89.0%
2.0	1172	7.4%
0.0	554	3.5%
3.0	29	0.2%
4.0	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	16469	34.5%
.	15915	33.3%
1	14158	29.7%
2	1172	2.5%
3	29	0.1%
4	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	47745	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	16469	34.5%
.	15915	33.3%
1	14158	29.7%
2	1172	2.5%
3	29	0.1%
4	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	47745	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	16469	34.5%
.	15915	33.3%
1	14158	29.7%
2	1172	2.5%
3	29	0.1%
4	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	47745	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	16469	34.5%
.	15915	33.3%
1	14158	29.7%
2	1172	2.5%
3	29	0.1%
4	2	< 0.1%

hp_k_w
Real number (ℝ)

Distinct	77
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88.49934

Minimum	40
Maximum	294
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	124.5 KiB

Quantile statistics

Minimum	40
5-th percentile	54
Q1	66
median	85
Q3	103
95-th percentile	146
Maximum	294
Range	254
Interquartile range (IQR)	37

Descriptive statistics

Standard deviation	26.674341
Coefficient of variation (CV)	0.30140723
Kurtosis	4.3863659
Mean	88.49934
Median Absolute Deviation (MAD)	18
Skewness	1.2925266
Sum	1408467
Variance	711.52047
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85	2544	16.0%
66	2121	13.3%
81	1403	8.8%
100	1316	8.3%
110	1117	7.0%
70	890	5.6%
125	715	4.5%
51	703	4.4%
55	589	3.7%
118	552	3.5%
Other values (67)	3965	24.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40	2	< 0.1%
44	1	< 0.1%
51	703	4.4%
52	22	0.1%
53	2	< 0.1%
54	276	1.7%
55	589	3.7%
56	295	1.9%
57	10	0.1%
60	160	1.0%

Value	Count	Frequency (%)
294	18	0.1%
270	2	< 0.1%
239	1	< 0.1%
228	2	< 0.1%
195	1	< 0.1%
191	7	< 0.1%
184	5	< 0.1%
168	3	< 0.1%
167	2	< 0.1%
165	194	1.2%

inspection_new
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

0	11983
1	3932

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15915
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	11983	75.3%
1	3932	24.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	11983	75.3%
1	3932	24.7%

Most occurring characters

Value	Count	Frequency (%)
0	11983	75.3%
1	3932	24.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	15915	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	11983	75.3%
1	3932	24.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	15915	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	11983	75.3%
1	3932	24.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	15915	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	11983	75.3%
1	3932	24.7%

paint_type
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

Metallic	15246
Uni/basic	637
Perl effect	32

Length

Max length	11
Median length	8
Mean length	8.0460572
Min length	8

Characters and Unicode

Total characters	128053
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Metallic
2nd row	Metallic
3rd row	Metallic
4th row	Metallic
5th row	Metallic

Common Values

Value	Count	Frequency (%)
Metallic	15246	95.8%
Uni/basic	637	4.0%
Perl effect	32	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
metallic	15246	95.6%
uni/basic	637	4.0%
perl	32	0.2%
effect	32	0.2%

Most occurring characters

Value	Count	Frequency (%)
l	30524	23.8%
i	16520	12.9%
c	15915	12.4%
a	15883	12.4%
e	15342	12.0%
t	15278	11.9%
M	15246	11.9%
U	637	0.5%
n	637	0.5%
/	637	0.5%
Other values (6)	1434	1.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	128053	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	30524	23.8%
i	16520	12.9%
c	15915	12.4%
a	15883	12.4%
e	15342	12.0%
t	15278	11.9%
M	15246	11.9%
U	637	0.5%
n	637	0.5%
/	637	0.5%
Other values (6)	1434	1.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	128053	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	30524	23.8%
i	16520	12.9%
c	15915	12.4%
a	15883	12.4%
e	15342	12.0%
t	15278	11.9%
M	15246	11.9%
U	637	0.5%
n	637	0.5%
/	637	0.5%
Other values (6)	1434	1.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	128053	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	30524	23.8%
i	16520	12.9%
c	15915	12.4%
a	15883	12.4%
e	15342	12.0%
t	15278	11.9%
M	15246	11.9%
U	637	0.5%
n	637	0.5%
/	637	0.5%
Other values (6)	1434	1.1%

upholstery_type
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

Cloth	12234
Part/Full Leather	3681

Length

Max length	17
Median length	5
Mean length	7.7754948
Min length	5

Characters and Unicode

Total characters	123747
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Cloth
2nd row	Cloth
3rd row	Cloth
4th row	Cloth
5th row	Cloth

Common Values

Value	Count	Frequency (%)
Cloth	12234	76.9%
Part/Full Leather	3681	23.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
cloth	12234	62.4%
part/full	3681	18.8%
leather	3681	18.8%

Most occurring characters

Value	Count	Frequency (%)
l	19596	15.8%
t	19596	15.8%
h	15915	12.9%
C	12234	9.9%
o	12234	9.9%
a	7362	5.9%
r	7362	5.9%
e	7362	5.9%
P	3681	3.0%
/	3681	3.0%
Other values (4)	14724	11.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	123747	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	19596	15.8%
t	19596	15.8%
h	15915	12.9%
C	12234	9.9%
o	12234	9.9%
a	7362	5.9%
r	7362	5.9%
e	7362	5.9%
P	3681	3.0%
/	3681	3.0%
Other values (4)	14724	11.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	123747	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	19596	15.8%
t	19596	15.8%
h	15915	12.9%
C	12234	9.9%
o	12234	9.9%
a	7362	5.9%
r	7362	5.9%
e	7362	5.9%
P	3681	3.0%
/	3681	3.0%
Other values (4)	14724	11.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	123747	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	19596	15.8%
t	19596	15.8%
h	15915	12.9%
C	12234	9.9%
o	12234	9.9%
a	7362	5.9%
r	7362	5.9%
e	7362	5.9%
P	3681	3.0%
/	3681	3.0%
Other values (4)	14724	11.9%

gearing_type
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

Manual	8149
Automatic	7297
Semi-automatic	469

Length

Max length	14
Median length	6
Mean length	7.6112473
Min length	6

Characters and Unicode

Total characters	121133
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Automatic
2nd row	Automatic
3rd row	Automatic
4th row	Automatic
5th row	Automatic

Common Values

Value	Count	Frequency (%)
Manual	8149	51.2%
Automatic	7297	45.8%
Semi-automatic	469	2.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
manual	8149	51.2%
automatic	7297	45.8%
semi-automatic	469	2.9%

Most occurring characters

Value	Count	Frequency (%)
a	24533	20.3%
u	15915	13.1%
t	15532	12.8%
m	8235	6.8%
i	8235	6.8%
M	8149	6.7%
n	8149	6.7%
l	8149	6.7%
o	7766	6.4%
c	7766	6.4%
Other values (4)	8704	7.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	121133	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	24533	20.3%
u	15915	13.1%
t	15532	12.8%
m	8235	6.8%
i	8235	6.8%
M	8149	6.7%
n	8149	6.7%
l	8149	6.7%
o	7766	6.4%
c	7766	6.4%
Other values (4)	8704	7.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	121133	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	24533	20.3%
u	15915	13.1%
t	15532	12.8%
m	8235	6.8%
i	8235	6.8%
M	8149	6.7%
n	8149	6.7%
l	8149	6.7%
o	7766	6.4%
c	7766	6.4%
Other values (4)	8704	7.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	121133	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	24533	20.3%
u	15915	13.1%
t	15532	12.8%
m	8235	6.8%
i	8235	6.8%
M	8149	6.7%
n	8149	6.7%
l	8149	6.7%
o	7766	6.4%
c	7766	6.4%
Other values (4)	8704	7.2%

displacement_cc
Real number (ℝ)

Distinct	68
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1428.6619

Minimum	890
Maximum	2967
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	124.5 KiB

Quantile statistics

Minimum	890
5-th percentile	999
Q1	1229
median	1461
Q3	1598
95-th percentile	1956
Maximum	2967
Range	2077
Interquartile range (IQR)	369

Descriptive statistics

Standard deviation	275.80427
Coefficient of variation (CV)	0.19305077
Kurtosis	-0.20157152
Mean	1428.6619
Median Absolute Deviation (MAD)	137
Skewness	-0.096867785
Sum	22737154
Variance	76067.997
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1598	5076	31.9%
999	2465	15.5%
1398	1387	8.7%
1399	772	4.9%
1461	682	4.3%
1229	678	4.3%
1956	670	4.2%
1490	559	3.5%
1422	467	2.9%
1197	372	2.3%
Other values (58)	2787	17.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
890	1	< 0.1%
898	351	2.2%
899	11	0.1%
900	4	< 0.1%
929	5	< 0.1%
973	1	< 0.1%
995	2	< 0.1%
996	1	< 0.1%
997	4	< 0.1%
998	72	0.5%

Value	Count	Frequency (%)
2967	1	< 0.1%
2480	20	0.1%
2000	46	0.3%
1998	25	0.2%
1997	103	0.6%
1995	1	< 0.1%
1984	18	0.1%
1968	301	1.9%
1956	670	4.2%
1896	1	< 0.1%

weight_kg
Real number (ℝ)

Distinct	432
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1337.7005

Minimum	840
Maximum	2471
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	124.5 KiB

Quantile statistics

Minimum	840
5-th percentile	1110
Q1	1165
median	1295
Q3	1472
95-th percentile	1734
Maximum	2471
Range	1631
Interquartile range (IQR)	307

Descriptive statistics

Standard deviation	199.68238
Coefficient of variation (CV)	0.14927286
Kurtosis	1.5943912
Mean	1337.7005
Median Absolute Deviation (MAD)	132
Skewness	1.0824332
Sum	21289504
Variance	39873.055
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1163	1582	9.9%
1360	1419	8.9%
1487	967	6.1%
1135	837	5.3%
1425	744	4.7%
1180	695	4.4%
1273	656	4.1%
1165	603	3.8%
1503	561	3.5%
1734	556	3.5%
Other values (422)	7295	45.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
840	1	< 0.1%
900	1	< 0.1%
977	2	< 0.1%
980	11	0.1%
1009	1	< 0.1%
1010	4	< 0.1%
1017	1	< 0.1%
1030	1	< 0.1%
1035	11	0.1%
1040	2	< 0.1%

Value	Count	Frequency (%)
2471	5	< 0.1%
2450	2	< 0.1%
2410	4	< 0.1%
2400	2	< 0.1%
2355	1	< 0.1%
2353	15	0.1%
2320	2	< 0.1%
2300	12	0.1%
2295	1	< 0.1%
2280	2	< 0.1%

drive_chain
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	124.5 KiB

front	15707
4WD	204
rear	4

Length

Max length	5
Median length	5
Mean length	4.9741125
Min length	3

Characters and Unicode

Total characters	79163
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	front
2nd row	front
3rd row	front
4th row	front
5th row	front

Common Values

Value	Count	Frequency (%)
front	15707	98.7%
4WD	204	1.3%
rear	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
front	15707	98.7%
4wd	204	1.3%
rear	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
r	15715	19.9%
f	15707	19.8%
o	15707	19.8%
n	15707	19.8%
t	15707	19.8%
4	204	0.3%
W	204	0.3%
D	204	0.3%
e	4	< 0.1%
a	4	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	79163	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	15715	19.9%
f	15707	19.8%
o	15707	19.8%
n	15707	19.8%
t	15707	19.8%
4	204	0.3%
W	204	0.3%
D	204	0.3%
e	4	< 0.1%
a	4	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	79163	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	15715	19.9%
f	15707	19.8%
o	15707	19.8%
n	15707	19.8%
t	15707	19.8%
4	204	0.3%
W	204	0.3%
D	204	0.3%
e	4	< 0.1%
a	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	79163	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	15715	19.9%
f	15707	19.8%
o	15707	19.8%
n	15707	19.8%
t	15707	19.8%
4	204	0.3%
W	204	0.3%
D	204	0.3%
e	4	< 0.1%
a	4	< 0.1%

cons_comb
Real number (ℝ)

Distinct	62
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8321238

Minimum	3
Maximum	9.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	124.5 KiB

Quantile statistics

Minimum	3
5-th percentile	3.5
Q1	4.1
median	4.8
Q3	5.4
95-th percentile	6.3
Maximum	9.1
Range	6.1
Interquartile range (IQR)	1.3

Descriptive statistics

Standard deviation	0.86752966
Coefficient of variation (CV)	0.17953382
Kurtosis	0.11497819
Mean	4.8321238
Median Absolute Deviation (MAD)	0.6
Skewness	0.41890347
Sum	76903.25
Variance	0.75260772
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	1020	6.4%
5.6	963	6.1%
5.4	900	5.7%
5	810	5.1%
4.7	766	4.8%
3.9	733	4.6%
4.5	731	4.6%
4.4	668	4.2%
5.1	657	4.1%
3.8	584	3.7%
Other values (52)	8083	50.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	69	0.4%
3.1	7	< 0.1%
3.2	25	0.2%
3.3	307	1.9%
3.4	125	0.8%
3.45	19	0.1%
3.5	288	1.8%
3.6	231	1.5%
3.65	20	0.1%
3.7	369	2.3%

Value	Count	Frequency (%)
9.1	1	< 0.1%
8.7	3	< 0.1%
8.6	4	< 0.1%
8.3	20	0.1%
8.1	2	< 0.1%
8	5	< 0.1%
7.9	3	< 0.1%
7.8	6	< 0.1%
7.6	14	0.1%
7.5	1	< 0.1%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	make_model	body_type	price	vat	km	type	fuel	gears	comfort_convenience	entertainment_media	extras	safety_security	age	previous_owners	hp_k_w	inspection_new	paint_type	upholstery_type	gearing_type	displacement_cc	weight_kg	drive_chain	cons_comb
0	Audi A1	Sedans	15770	VAT deductible	56013.0	Used	Diesel	7.0	Air conditioning,Armrest,Automatic climate control,Cruise control,Electrical side mirrors,Hill Holder,Leather steering wheel,Light sensor,Multi-function steering wheel,Navigation system,Park Distance Control,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Start-stop system	Bluetooth,Hands-free equipment,On-board computer,Radio	Alloy wheels,Catalytic Converter,Voice Control	ABS,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Fog lights,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control,Xenon headlights	3.0	2.0	66.0	1	Metallic	Cloth	Automatic	1422.0	1220.0	front	3.8
1	Audi A1	Sedans	14500	Price negotiable	80000.0	Used	Benzine	7.0	Air conditioning,Automatic climate control,Hill Holder,Leather steering wheel,Lumbar support,Parking assist system sensors rear,Power windows,Start-stop system,Tinted windows	Bluetooth,Hands-free equipment,On-board computer,Radio,Sound system	Alloy wheels,Sport seats,Sport suspension,Voice Control	ABS,Central door lock,Central door lock with remote control,Daytime running lights,Driver-side airbag,Electronic stability control,Head airbag,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control,Xenon headlights	2.0	1.0	141.0	0	Metallic	Cloth	Automatic	1798.0	1255.0	front	5.6
2	Audi A1	Sedans	14640	VAT deductible	83450.0	Used	Diesel	7.0	Air conditioning,Cruise control,Electrical side mirrors,Hill Holder,Leather steering wheel,Multi-function steering wheel,Navigation system,Park Distance Control,Parking assist system sensors front,Parking assist system sensors rear,Power windows,Seat heating,Start-stop system	MP3,On-board computer	Alloy wheels,Voice Control	ABS,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control	3.0	1.0	85.0	0	Metallic	Cloth	Automatic	1598.0	1135.0	front	3.8
3	Audi A1	Sedans	14500	VAT deductible	73000.0	Used	Diesel	6.0	Air suspension,Armrest,Auxiliary heating,Electrical side mirrors,Heads-up display,Hill Holder,Leather steering wheel,Light sensor,Lumbar support,Multi-function steering wheel,Navigation system,Power windows,Rain sensor,Seat heating,Split rear seats,Start-stop system	Bluetooth,CD player,Hands-free equipment,MP3,On-board computer,Radio,Sound system,USB	Alloy wheels,Sport seats,Voice Control	ABS,Alarm system,Central door lock with remote control,Driver drowsiness detection,Driver-side airbag,Electronic stability control,Emergency system,Head airbag,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system	3.0	1.0	66.0	0	Metallic	Cloth	Automatic	1422.0	1195.0	front	3.8
4	Audi A1	Sedans	16790	VAT deductible	16200.0	Used	Diesel	7.0	Air conditioning,Armrest,Automatic climate control,Electrical side mirrors,Hill Holder,Leather steering wheel,Light sensor,Multi-function steering wheel,Park Distance Control,Parking assist system sensors rear,Power windows,Rain sensor,Start-stop system	Bluetooth,CD player,Hands-free equipment,MP3,On-board computer,Radio,USB	Alloy wheels,Sport package,Sport suspension,Voice Control	ABS,Central door lock,Driver-side airbag,Electronic stability control,Fog lights,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control,Xenon headlights	3.0	1.0	66.0	1	Metallic	Cloth	Automatic	1422.0	1135.0	front	4.1
5	Audi A1	Sedans	15090	VAT deductible	63668.0	Used	Diesel	7.0	Air conditioning,Armrest,Automatic climate control,Electrical side mirrors,Hill Holder,Keyless central door lock,Leather steering wheel,Light sensor,Lumbar support,Multi-function steering wheel,Navigation system,Park Distance Control,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Start-stop system	Bluetooth,Hands-free equipment,On-board computer,Radio,Sound system,USB	Alloy wheels,Sport package,Sport seats,Sport suspension	ABS,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Fog lights,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control,Xenon headlights	3.0	1.0	85.0	0	Metallic	Part/Full Leather	Automatic	1598.0	1135.0	front	3.5
6	Audi A1	Station wagon	16422	VAT deductible	62111.0	Used	Diesel	7.0	Air conditioning,Armrest,Automatic climate control,Cruise control,Electrical side mirrors,Leather steering wheel,Light sensor,Multi-function steering wheel,Navigation system,Park Distance Control,Parking assist system sensors front,Parking assist system sensors rear,Power windows,Rain sensor,Start-stop system	Bluetooth,CD player,Hands-free equipment,On-board computer,Radio,Sound system,USB	Alloy wheels,Sport package,Sport seats,Sport suspension	ABS,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Fog lights,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Xenon headlights	3.0	1.0	85.0	1	Metallic	Part/Full Leather	Automatic	1598.0	1195.0	front	3.7
7	Audi A1	Compact	14480	VAT deductible	14986.0	Used	Diesel	7.0	Air conditioning,Armrest,Electrical side mirrors,Light sensor,Park Distance Control,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Start-stop system	CD player,MP3,Radio	Alloy wheels	ABS,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control	3.0	1.0	66.0	1	Metallic	Cloth	Automatic	1422.0	1180.0	front	3.7
8	Audi A1	Sedans	16700	VAT deductible	57000.0	Used	Diesel	7.0	Air conditioning,Power windows	Radio	Alloy wheels	ABS,Central door lock,Driver-side airbag,Electronic stability control,Immobilizer,Passenger-side airbag,Power steering,Side airbag,Traction control	3.0	1.0	85.0	0	Metallic	Cloth	Automatic	1598.0	1275.0	front	3.7
9	Audi A1	Sedans	17990	VAT deductible	16103.0	Used	Benzine	7.0	Air conditioning,Armrest,Automatic climate control,Cruise control,Electrical side mirrors,Leather steering wheel,Light sensor,Lumbar support,Multi-function steering wheel,Navigation system,Park Distance Control,Parking assist system sensors front,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Start-stop system	Radio	Alloy wheels	ABS,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Fog lights,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control,Xenon headlights	2.0	1.0	70.0	0	Metallic	Cloth	Automatic	999.0	1135.0	front	4.2

	make_model	body_type	price	vat	km	type	fuel	gears	comfort_convenience	entertainment_media	extras	safety_security	previous_owners	hp_k_w	inspection_new	paint_type	upholstery_type	gearing_type	displacement_cc	weight_kg	drive_chain	cons_comb
15905	Renault Espace	Van	39990	VAT deductible	3500.000000	Demonstration	Diesel	7.0	Air conditioning,Automatic climate control,Cruise control,Electrically heated windshield,Electric tailgate,Keyless central door lock,Leather steering wheel,Light sensor,Lumbar support,Multi-function steering wheel,Navigation system,Panorama roof,Park Distance Control,Power windows,Rain sensor,Seat heating,Start-stop system	Bluetooth,Hands-free equipment,On-board computer,Sound system,USB	Alloy wheels,Touch screen	ABS,Blind spot monitor,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Emergency brake assistant,Fog lights,Immobilizer,Lane departure warning system,LED Daytime Running Lights,LED Headlights,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control,Traffic sign recognition	1.0	147.0	0	Metallic	Part/Full Leather	Automatic	1997.0	1779.0	front	4.7
15906	Renault Espace	Van	39980	VAT deductible	8500.000000	Demonstration	Benzine	7.0	Air conditioning,Automatic climate control,Cruise control,Electrically adjustable seats,Electrical side mirrors,Light sensor,Multi-function steering wheel,Navigation system,Panorama roof,Park Distance Control,Parking assist system camera,Parking assist system self-steering,Parking assist system sensors front,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Start-stop system,Sunroof	Bluetooth,Hands-free equipment,On-board computer,Radio	Alloy wheels	ABS,Adaptive headlights,Central door lock,Daytime running lights,Electronic stability control,Fog lights,Power steering,Traction control	1.0	165.0	0	Metallic	Part/Full Leather	Automatic	1798.0	1734.0	front	6.0
15907	Renault Espace	Van	39980	VAT deductible	100.000000	Pre-registered	Diesel	6.0	Air conditioning,Armrest,Automatic climate control,Cruise control,Electrically adjustable seats,Electrically heated windshield,Electrical side mirrors,Electric tailgate,Heads-up display,Heated steering wheel,Hill Holder,Keyless central door lock,Leather steering wheel,Light sensor,Lumbar support,Multi-function steering wheel,Navigation system,Panorama roof,Park Distance Control,Parking assist system camera,Parking assist system sensors front,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Start-stop system,Sunroof	Bluetooth,Digital radio,Hands-free equipment,On-board computer,Radio,Sound system,USB	Alloy wheels,Touch screen,Voice Control	ABS,Adaptive Cruise Control,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Emergency brake assistant,Fog lights,Immobilizer,Isofix,Lane departure warning system,LED Daytime Running Lights,LED Headlights,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traffic sign recognition	1.0	118.0	0	Metallic	Part/Full Leather	Automatic	1598.0	1734.0	front	4.7
15908	Renault Espace	Van	39950	VAT deductible	1647.362609	New	Diesel	6.0	Air conditioning,Automatic climate control,Cruise control,Electrically adjustable seats,Electrical side mirrors,Hill Holder,Keyless central door lock,Leather steering wheel,Light sensor,Massage seats,Multi-function steering wheel,Navigation system,Park Distance Control,Parking assist system sensors front,Parking assist system sensors rear,Power windows,Rain sensor,Split rear seats,Start-stop system,Tinted windows	Bluetooth,Digital radio,Hands-free equipment,On-board computer,Radio,USB	Alloy wheels,Touch screen	ABS,Central door lock,Central door lock with remote control,Driver-side airbag,Electronic stability control,Emergency brake assistant,Head airbag,Immobilizer,Isofix,Lane departure warning system,LED Daytime Running Lights,LED Headlights,Passenger-side airbag,Power steering,Rear airbag,Side airbag,Tire pressure monitoring system,Traction control,Traffic sign recognition	1.0	147.0	0	Metallic	Part/Full Leather	Automatic	1997.0	1758.0	front	5.3
15909	Renault Espace	Van	39950	VAT deductible	1000.000000	Demonstration	Benzine	6.0	Air conditioning,Armrest,Automatic climate control,Cruise control,Electrically adjustable seats,Electrically heated windshield,Electrical side mirrors,Electric tailgate,Heads-up display,Heated steering wheel,Keyless central door lock,Leather steering wheel,Light sensor,Lumbar support,Massage seats,Multi-function steering wheel,Navigation system,Panorama roof,Park Distance Control,Parking assist system camera,Parking assist system sensors front,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Start-stop system	Bluetooth,Digital radio,Hands-free equipment,MP3,On-board computer,Radio,USB	Alloy wheels,Catalytic Converter,Sport suspension,Touch screen,Voice Control	ABS,Adaptive Cruise Control,Blind spot monitor,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Emergency brake assistant,Immobilizer,Isofix,Lane departure warning system,LED Daytime Running Lights,LED Headlights,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control,Traffic sign recognition	1.0	165.0	0	Metallic	Part/Full Leather	Automatic	1798.0	1734.0	front	6.8
15910	Renault Espace	Van	39950	VAT deductible	1647.362609	New	Diesel	6.0	Air conditioning,Automatic climate control,Cruise control,Electrically adjustable seats,Electrical side mirrors,Hill Holder,Keyless central door lock,Leather steering wheel,Light sensor,Massage seats,Multi-function steering wheel,Navigation system,Park Distance Control,Parking assist system sensors front,Parking assist system sensors rear,Power windows,Rain sensor,Split rear seats,Start-stop system,Tinted windows	Bluetooth,Digital radio,Hands-free equipment,On-board computer,Radio,USB	Alloy wheels,Touch screen	ABS,Central door lock,Central door lock with remote control,Driver-side airbag,Electronic stability control,Emergency brake assistant,Head airbag,Immobilizer,Isofix,Lane departure warning system,LED Daytime Running Lights,LED Headlights,Passenger-side airbag,Power steering,Rear airbag,Side airbag,Tire pressure monitoring system,Traction control,Traffic sign recognition	1.0	147.0	0	Metallic	Part/Full Leather	Automatic	1997.0	1758.0	front	5.3
15911	Renault Espace	Van	39885	VAT deductible	9900.000000	Used	Benzine	7.0	Air conditioning,Automatic climate control,Cruise control,Electrically heated windshield,Electrical side mirrors,Electric tailgate,Heads-up display,Heated steering wheel,Hill Holder,Keyless central door lock,Leather steering wheel,Light sensor,Lumbar support,Navigation system,Park Distance Control,Parking assist system camera,Parking assist system self-steering,Parking assist system sensors front,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Sunroof	Bluetooth,Digital radio,Hands-free equipment,Radio,USB	Alloy wheels,Touch screen,Voice Control	ABS,Adaptive Cruise Control,Blind spot monitor,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Emergency brake assistant,Immobilizer,Isofix,Lane departure warning system,LED Daytime Running Lights,LED Headlights,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control,Traffic sign recognition	1.0	165.0	0	Metallic	Cloth	Automatic	1798.0	1708.0	front	7.4
15912	Renault Espace	Van	39875	VAT deductible	15.000000	Pre-registered	Diesel	6.0	Air conditioning,Armrest,Automatic climate control,Cruise control,Electrically heated windshield,Electrical side mirrors,Electric tailgate,Heads-up display,Heated steering wheel,Leather steering wheel,Light sensor,Massage seats,Multi-function steering wheel,Navigation system,Panorama roof,Park Distance Control,Parking assist system camera,Parking assist system sensors front,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Seat ventilation,Sunroof	Bluetooth,Hands-free equipment,On-board computer,Radio	Alloy wheels	ABS,Adaptive Cruise Control,Blind spot monitor,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Emergency brake assistant,Immobilizer,Isofix,Lane departure warning system,LED Daytime Running Lights,LED Headlights,Passenger-side airbag,Power steering,Side airbag,Traction control,Traffic sign recognition	1.0	146.0	1	Metallic	Part/Full Leather	Automatic	1997.0	1734.0	front	5.3
15913	Renault Espace	Van	39700	VAT deductible	10.000000	Pre-registered	Diesel	6.0	Air conditioning,Automatic climate control,Cruise control,Electrically adjustable seats,Electrical side mirrors,Leather steering wheel,Light sensor,Park Distance Control,Power windows,Start-stop system	Bluetooth,Digital radio,Radio,USB	Alloy wheels,Touch screen	ABS,Blind spot monitor,Driver-side airbag,Electronic stability control,Emergency brake assistant,Isofix,LED Headlights,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traffic sign recognition	1.0	147.0	0	Metallic	Part/Full Leather	Automatic	1997.0	1758.0	front	5.3
15914	Renault Espace	Van	40999	VAT deductible	1647.362609	Demonstration	Benzine	6.0	Air conditioning,Automatic climate control,Cruise control,Electrically adjustable seats,Electrical side mirrors,Electric tailgate,Hill Holder,Leather steering wheel,Navigation system,Power windows,Seat heating	USB	Alloy wheels,Touch screen	ABS,Blind spot monitor,Daytime running lights,Driver-side airbag,Electronic stability control,Emergency brake assistant,Immobilizer,Isofix,LED Daytime Running Lights,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traffic sign recognition	1.0	165.0	1	Metallic	Part/Full Leather	Automatic	1798.0	1685.0	4WD	6.8

Most frequently occurring

	make_model	body_type	price	vat	km	type	fuel	gears	comfort_convenience	entertainment_media	extras	safety_security	age	previous_owners	hp_k_w	inspection_new	paint_type	upholstery_type	gearing_type	displacement_cc	weight_kg	drive_chain	cons_comb	# duplicates
64	Audi A1	Sedans	15090	VAT deductible	63668.0	Used	Diesel	7.0	Air conditioning,Armrest,Automatic climate control,Electrical side mirrors,Hill Holder,Keyless central door lock,Leather steering wheel,Light sensor,Lumbar support,Multi-function steering wheel,Navigation system,Park Distance Control,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Start-stop system	Bluetooth,Hands-free equipment,On-board computer,Radio,Sound system,USB	Alloy wheels,Sport package,Sport seats,Sport suspension	ABS,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Fog lights,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control,Xenon headlights	3.0	1.0	85.0	0	Metallic	Part/Full Leather	Automatic	1598.0	1135.0	front	3.5	27
325	Opel Astra	Sedans	15990	VAT deductible	21379.0	Used	Benzine	6.0	Air conditioning,Armrest,Automatic climate control,Electrical side mirrors,Heated steering wheel,Hill Holder,Keyless central door lock,Leather steering wheel,Light sensor,Lumbar support,Multi-function steering wheel,Navigation system,Park Distance Control,Parking assist system camera,Parking assist system sensors front,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Start-stop system	Bluetooth,Hands-free equipment,On-board computer,Radio,Sound system,USB	Alloy wheels,Touch screen,Voice Control	ABS,Adaptive Cruise Control,Adaptive headlights,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Emergency brake assistant,Fog lights,Immobilizer,Isofix,Lane departure warning system,LED Daytime Running Lights,LED Headlights,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control,Traffic sign recognition	2.0	2.0	110.0	0	Metallic	Part/Full Leather	Automatic	1399.0	1273.0	front	5.4	27
729	Renault Clio	Sedans	18490	VAT deductible	10564.0	Used	Benzine	6.0	Air conditioning,Cruise control,Electrical side mirrors,Hill Holder,Keyless central door lock,Leather steering wheel,Light sensor,Multi-function steering wheel,Navigation system,Park Distance Control,Parking assist system sensors rear,Power windows,Rain sensor,Start-stop system	Bluetooth,Digital radio,Hands-free equipment,On-board computer,Radio,USB	Alloy wheels,Shift paddles,Sport package,Sport seats,Sport suspension,Touch screen,Voice Control	ABS,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Emergency system,Fog lights,Immobilizer,Isofix,LED Daytime Running Lights,LED Headlights,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control	1.0	1.0	164.0	0	Metallic	Cloth	Automatic	1618.0	1165.0	front	5.9	27
4	Audi A1	Compact	15850	VAT deductible	17768.0	Used	Benzine	5.0	Air conditioning,Armrest,Automatic climate control,Electrical side mirrors,Keyless central door lock,Leather steering wheel,Light sensor,Lumbar support,Multi-function steering wheel,Park Distance Control,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Start-stop system	Bluetooth,CD player,Hands-free equipment,On-board computer,Radio,USB	Alloy wheels,Sport seats,Voice Control	ABS,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Fog lights,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control	2.0	2.0	92.0	0	Metallic	Cloth	Manual	1395.0	1180.0	front	5.1	26
317	Opel Astra	Sedans	10990	VAT deductible	3898.0	Used	Benzine	6.0	Air conditioning,Electrical side mirrors,Hill Holder,Keyless central door lock,Leather steering wheel,Power windows	Bluetooth,Hands-free equipment,On-board computer,Radio,USB	Alloy wheels	ABS,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Isofix,LED Daytime Running Lights,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control	2.0	1.0	74.0	0	Metallic	Cloth	Manual	1399.0	1273.0	front	5.4	26
789	Renault Espace	Van	25490	VAT deductible	49606.0	Used	Benzine	6.0	Air conditioning,Armrest,Automatic climate control,Cruise control,Electrical side mirrors,Hill Holder,Keyless central door lock,Leather steering wheel,Light sensor,Lumbar support,Multi-function steering wheel,Navigation system,Panorama roof,Park Distance Control,Parking assist system camera,Parking assist system sensors front,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Start-stop system	Bluetooth,Digital radio,Hands-free equipment,On-board computer,Radio,Sound system,USB	Alloy wheels,Touch screen	ABS,Blind spot monitor,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Emergency brake assistant,Immobilizer,Isofix,LED Daytime Running Lights,LED Headlights,Passenger-side airbag,Power steering,Tire pressure monitoring system,Traction control,Traffic sign recognition	2.0	2.0	147.0	0	Metallic	Cloth	Automatic	1618.0	1734.0	front	6.8	26
674	Renault Clio	Compact	13390	VAT deductible	31356.0	Used	Benzine	6.0	Air conditioning,Armrest,Cruise control,Electrical side mirrors,Hill Holder,Keyless central door lock,Leather steering wheel,Light sensor,Multi-function steering wheel,Navigation system,Park Distance Control,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Start-stop system	Bluetooth,CD player,Digital radio,Hands-free equipment,On-board computer,Radio,Sound system,USB	Alloy wheels	ABS,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Fog lights,Immobilizer,Isofix,LED Daytime Running Lights,LED Headlights,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control	2.0	1.0	87.0	0	Metallic	Part/Full Leather	Automatic	1197.0	1087.0	front	5.4	25
737	Renault Clio	Station wagon	8490	Price negotiable	49178.0	Used	Benzine	5.0	Air conditioning,Cruise control,Electrical side mirrors,Hill Holder,Keyless central door lock,Leather steering wheel,Multi-function steering wheel,Navigation system,Power windows	Bluetooth,CD player,Hands-free equipment,On-board computer,Radio,USB	Alloy wheels,Roof rack,Touch screen	ABS,Daytime running lights,Electronic stability control,Immobilizer,LED Daytime Running Lights,Power steering,Traction control	3.0	2.0	54.0	0	Perl effect	Cloth	Manual	1149.0	1119.0	front	5.4	21
1	Audi A1	Compact	14990	VAT deductible	49351.0	Used	Diesel	7.0	Air conditioning,Armrest,Automatic climate control,Electrical side mirrors,Hill Holder,Keyless central door lock,Leather steering wheel,Light sensor,Lumbar support,Multi-function steering wheel,Navigation system,Park Distance Control,Parking assist system sensors rear,Power windows,Rain sensor,Seat heating,Start-stop system	Bluetooth,CD player,Hands-free equipment,On-board computer,Radio,USB	Alloy wheels,Sport seats,Voice Control	ABS,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Fog lights,Immobilizer,Isofix,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system,Traction control	3.0	2.0	66.0	0	Metallic	Cloth	Automatic	1422.0	1180.0	front	4.0	16
465	Opel Corsa	Compact	14213	VAT deductible	10.0	New	Benzine	6.0	Air conditioning,Cruise control,Electrical side mirrors,Heated steering wheel,Leather steering wheel,Multi-function steering wheel,Park Distance Control,Parking assist system sensors rear,Power windows,Seat heating,Start-stop system	Bluetooth,Hands-free equipment,On-board computer,Radio	Alloy wheels	ABS,Central door lock,Daytime running lights,Driver-side airbag,Electronic stability control,Fog lights,Isofix,LED Daytime Running Lights,Passenger-side airbag,Power steering,Side airbag,Tire pressure monitoring system	0.0	1.0	66.0	1	Metallic	Cloth	Automatic	1398.0	1248.0	front	6.3	16

Overview

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